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Introduction to multi-omics data integration and visualisation materials 2022

  • Overview
  • Search
  • Course content
  • Concepts and methods in multiomics data integration
    • Multiple ways to integrate multiomics data – case studies from studying human diseases
    • Quality issues – Data standards, curation, ontologies, and metadata
    • Introductory lecture on stats methods
    • Multi-Omics Factor Analysis (MOFA)
    • Single-cell data integration
  • Building networks and pathways with CytoScape
  • Tools and resources in data integration and visualisation
    • Introduction to multiomics integration using COSMOS
    • Multiomics comparative pathway analysis using ReactomeGSA
    • Open Targets platform: integrating omics data for drug discovery
    • Omics Discovery Index
  • Group projects
    • How do intercellular interactions differ in Ulcerative colitis compared to healthy gut?
    • Systematic generation of mechanistic hypotheses linking signaling and metabolism in cancer with COSMOS
    • Deciphering COVID-19 disease biology
  • Trainer biographies
  • Further learning
  • Your feedback

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All materials are free cultural works licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license, except where further licensing details are provided.

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Concepts and methods in multiomics data integration

This section includes:

  • Multiple ways to integrate multiomics data – case studies from studying human diseases
  • Quality issues – Data standards, curation, ontologies, and metadata
  • Introductory lecture on stats methods
  • Multi-Omics Factor Analysis (MOFA)
  • Single-cell data integration

Proceed through this section to view all the materials or select a specific topic from the above list to jump ahead.

  • page navigation-left-circle-1_1 Course content
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